While the Boston housing dataset is widely studied as a baseline regression problem, the data column (“B”) is notably controversial; the original paper [1]} includes and preprocesses the data as \(B = 1000(B^{\prime } - 0.63)^2\)  where \(B^{\prime }\)  is the proportion of African Americans by town.
